Research on Parenting and Child Development, and Selected Statistical Materials

Table of Contents

• About Me
• “Blog-ish” Posts
• Selected Courses
• Research on Parenting
• Selected Collaborations
• R Materials
• Stata Materials
• Bayesian Statistics
• Statistical Tutorials and Visualizations
• Data Visualization
  • Telling Stories With Data
• Created By

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About Me

• A little bit about my background
• My CV

“Blog-ish” Posts

• posts

Selected Courses

• Data Visualization
• Multilevel and Longitudinal Modeling
• Categorical Data Analysis

Figure 1: Data Visualization

Figure 2: Data from High School and Beyond Study

Figure 3: Logistic Regression

Research on Parenting

• Data Visualization for “Spanking and young children’s socioemotional development in low- and middle-income countries”. Child Trends News Service has released a well done video summarizing this research.
• Meta-Analysis of Research on Corporal Punishment
• All Research On Corporal Punishment
• Data Visualization of Country Level Bans on Corporal Punishment

Figure 4: Spanking and young children’s socioemotional development in low- and middle-income countries

Figure 5: Country Level Bans on Corporal Punishment

Selected Collaborations

• Work with Performance Measurement Initiative at William Davidson Institute

R Materials

• Introduction to R:
  • HTML Web Book
  • PDF
  • epub
• Introduction to ggplot2:
  • HTML Web Book
  • PDF
  • epub
• University of Michigan colors for R Graphs:
  • web page
  • R package
• Two Page R:
  • PDF
• Two Page ggplot2:
  • PDF
• Multi-Page dplyr:
  • PDF
  • HTML
• Comparing Program Outcomes with ggplot2
  • HTML
  • PDF
• Working With Data From the World Bank Indicators
  • HTML

Stata Materials

• Two Page Stata:
  • HTML
  • PDF
  • epub
• “Michigan Graph Scheme” for Stata
• Data Visualization With Stata
• Miscellaneous Stata Programs

Bayesian Statistics

• Thinking Through Bayesian Ideas
• Bayesian Calculations [Draft Interactive Version]
• Notes on Accepting the Null (\(H_0\)) Hypothesis

Statistical Tutorials and Visualizations

• t-Test
• Correlation
• Regression
  • Tutorial
  • Demo
• Logistic Regression
• Cohen’s d Calculator

Data Visualization

• How to Choose a Chart: A Visual Guide. [Extended Version]
• Data Driven Report Demo
• Variables and Visualization
• Slides for a Lecture on Data Visualization for Political Social Work

Telling Stories With Data

• Visualizing Disparities in a Continuous Risk Factor [PDF]
• Comparing Program Outcomes With ggplot [PDF]
• Graphing Change Over Time [PDF]

Created By

Andrew Grogan-Kaylor

• Email: agrogan@umich.edu
• GitHub: https://agrogan1.github.io/
• ResearchGate: https://www.researchgate.net/profile/Andrew_Grogan-Kaylor
• Google Scholar: https://scholar.google.com/citations?user=iLvsGzgAAAAJ&hl=en
• ORCID https://orcid.org/0000-0003-0065-9991